PPaperPicks

Ping Zhang

Ohio State University, Columbus, OH, USA

17 papers at tracked venues · 15 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Achieving Fairness Without Harm via Selective Demographic Experts
  2. Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care
  3. A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data
  4. CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity
  5. Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines
  6. Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
  7. Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm
  8. Revisiting Semi-Supervised Learning in the Era of Foundation Models
    NeurIPS 2025 · Ping Zhang
  9. SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors
  10. SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction
  11. The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective
  12. Fine-Tuning is Fine, if Calibrated
  13. KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
  14. Non-stationary Domain Generalization: Theory and Algorithm
  15. Predictive Modeling with Temporal Graphical Representation on Electronic Health Records
  16. Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis
  17. SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing